Dominik Grewe

21 papers A* 1A 1B 1Journal 9Unranked 8
YearRankTypeTitle / Venue / Authors
2025 — conf
PartIR: Composing SPMD Partitioning Strategies for Machine Learning.
ASPLOS (1)
Sami Alabed, Daniel Belov, Bart Chrzaszcz, Juliana Franco, Dominik Grewe, Dougal Maclaurin, James Molloy, Tom Natan, Tamara Norman, Xiaoyue Pan, Adam Paszke, Norman A. Rink, Michael Schaarschmidt, Timur Sitdikov, Agnieszka Swietlik, Dimitrios Vytiniotis, Joel Wee
2025 J jnl
TOAST: Fast and scalable auto-partitioning based on principled static analysis.
CoRR
Sami Alabed, Dominik Grewe, Norman Alexander Rink, Masha Samsikova, Timur Sitdikov, Agnieszka Swietlik, Dimitrios Vytiniotis, Daniel Belov
2024 J jnl
PartIR: Composing SPMD Partitioning Strategies for Machine Learning.
CoRR
Sami Alabed, Bart Chrzaszcz, Juliana Franco, Dominik Grewe, Dougal Maclaurin, James Molloy, Tom Natan, Tamara Norman, Xiaoyue Pan, Adam Paszke, Norman A. Rink, Michael Schaarschmidt, Timur Sitdikov, Agnieszka Swietlik, Dimitrios Vytiniotis, Joel Wee
2022 J jnl
Automatic Discovery of Composite SPMD Partitioning Strategies in PartIR.
CoRR
Sami Alabed, Dominik Grewe, Juliana Franco, Bart Chrzaszcz, Tom Natan, Tamara Norman, Norman A. Rink, Dimitrios Vytiniotis, Michael Schaarschmidt
2022 — conf
Synthesizing Optimal Parallelism Placement and Reduction Strategies on Hierarchical Systems for Deep Learning.
MLSys
Ningning Xie, Tamara Norman, Dominik Grewe, Dimitrios Vytiniotis
2021 J jnl
Automap: Towards Ergonomic Automated Parallelism for ML Models.
CoRR
Michael Schaarschmidt, Dominik Grewe, Dimitrios Vytiniotis, Adam Paszke, Georg Stefan Schmid, Tamara Norman, James Molloy, Jonathan Godwin, Norman Alexander Rink, Vinod Nair, Dan Belov
2021 J jnl
Synthesizing Optimal Parallelism Placement and Reduction Strategies on Hierarchical Systems for Deep Learning.
CoRR
Ningning Xie, Tamara Norman, Dominik Grewe, Dimitrios Vytiniotis
2019 J jnl
TF-Replicator: Distributed Machine Learning for Researchers.
CoRR
Peter Buchlovsky, David Budden, Dominik Grewe, Chris Jones, John Aslanides, Frederic Besse, Andy Brock, Aidan Clark, Sergio Gomez Colmenarejo, Aedan Pope, Fabio Viola, Dan Belov
2018 A* conf
Parallel WaveNet: Fast High-Fidelity Speech Synthesis.
ICML
Aäron van den Oord, Yazhe Li, Igor Babuschkin, Karen Simonyan, Oriol Vinyals, Koray Kavukcuoglu, George van den Driessche, Edward Lockhart, Luis C. Cobo, Florian Stimberg, Norman Casagrande, Dominik Grewe, Seb Noury, Sander Dieleman, Erich Elsen, Nal Kalchbrenner, Heiga Zen, Alex Graves, Helen King, Tom Walters, Dan Belov, Demis Hassabis
2017 J jnl
Parallel WaveNet: Fast High-Fidelity Speech Synthesis.
CoRR
Aäron van den Oord, Yazhe Li, Igor Babuschkin, Karen Simonyan, Oriol Vinyals, Koray Kavukcuoglu, George van den Driessche, Edward Lockhart, Luis C. Cobo, Florian Stimberg, Norman Casagrande, Dominik Grewe, Seb Noury, Sander Dieleman, Erich Elsen, Nal Kalchbrenner, Heiga Zen, Alex Graves, Helen King, Tom Walters, Dan Belov, Demis Hassabis
2016 J jnl
Mastering the game of Go with deep neural networks and tree search.
Nat.
David Silver, Aja Huang, Chris J. Maddison, Arthur Guez, Laurent Sifre, George van den Driessche, Julian Schrittwieser, Ioannis Antonoglou, Vedavyas Panneershelvam, Marc Lanctot, Sander Dieleman, Dominik Grewe, John Nham, Nal Kalchbrenner, Ilya Sutskever, Timothy P. Lillicrap, Madeleine Leach, Koray Kavukcuoglu, Thore Graepel, Demis Hassabis
2014 J jnl
Automatic and Portable Mapping of Data Parallel Programs to OpenCL for GPU-Based Heterogeneous Systems.
ACM Trans. Archit. Code Optim.
Zheng Wang, Dominik Grewe, Michael F. P. O'Boyle
2014 — —
Mapping parallel programs to heterogeneous multi-core systems.
Dominik Grewe
2014 — conf
NOVA: A Functional Language for Data Parallelism.
ARRAY@PLDI
Alexander Collins, Dominik Grewe, Vinod Grover, Sean Lee, Adriana Susnea
2013 — conf
Input-aware auto-tuning for directive-based GPU programming.
GPGPU@ASPLOS
Alberto Magni, Dominik Grewe, Nick Johnson
2013 — conf
OpenCL Task Partitioning in the Presence of GPU Contention.
LCPC
Dominik Grewe, Zheng Wang, Michael F. P. O'Boyle
2013 A conf
Portable mapping of data parallel programs to OpenCL for heterogeneous systems.
CGO
Dominik Grewe, Zheng Wang, Michael F. P. O'Boyle
2013 — conf
Prius: a runtime for hybrid computing.
COSMIC@CGO
Dominik Grewe
2011 B conf
A Static Task Partitioning Approach for Heterogeneous Systems Using OpenCL.
CC
Dominik Grewe, Michael F. P. O'Boyle
2011 — conf
A workload-aware mapping approach for data-parallel programs.
HiPEAC
Dominik Grewe, Zheng Wang, Michael F. P. O'Boyle
2011 — conf
Automatically generating and tuning GPU code for sparse matrix-vector multiplication from a high-level representation.
GPGPU
Dominik Grewe, Anton Lokhmotov